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A constraint programming model with time uncertainty for cooperative flight departures
Institution:1. German Aerospace Center DLR, Lilienthalplatz 7, 38108 Braunschweig, Germany;2. Embry-Riddle Aeronautical University ERAU, Daytona Beach, FL 32114, USA
Abstract:The lack of a proper integration of strategic Air Traffic Management decision support tools with tactical Air Traffic Control interventions usually generates a negative impact on the Reference Business Trajectory adherence, and in consequence affects the potential of the Trajectory-Based Operations framework. In this paper, a new mechanism relaying on Reference Business Trajectories as a source of data to reduce the amount of Air Traffic Controller interventions at the tactical level while preserving Air Traffic Flow Management planned operations is presented. Artificial Intelligence can enable Constraint Programming as it is a powerful paradigm for solving complex, combinatorial search problems. The proposed methodology takes advantage of Constraint Programming and fosters adherence of Airspace User’s trajectory preferences by identifying tight interdependencies between trajectories and introducing a new mechanism to improve the aircraft separation at concurrence events considering time uncertainty. The underlying philosophy is to capitalize present degrees of freedom between layered Air Traffic Management planning tools, when sequencing departures at the airports by considering the benefits of small time stamp changes in the assigned Calculated Take-Off Time departures and to enhance Trajectory-Based Operations concepts.
Keywords:Air Traffic Management  Trajectory Based Operations  Decision Support Tool  Constraint Programming  Trajectory Prediction  Uncertainties  Predictive Analysis  Conflict Detection and Resolution  Artificial Intelligence  Data Analysis  Air Transportation Planning  System-level Simulation  Reference Business Trajectories  Trajectory described in terms of 3 spatial dimensions and time stamps 4-dimensional trajectories  Artificial Intelligence  Air Traffic Flow Management  Air Traffic Flow and Capacity Management  Air Traffic Control  Air Traffic Management  Airspace user/users  Conflict Detection and Resolution  Constraint Programming  Constraint Satisfaction Problem  Calculated Take-Off Time  Data Analytics  EUROCONTROL Demand and Data Repository  Decision Support Tools  European Civil Aviation Conference  Flight Level  Flight Management System  Job Shop Scheduling Problem  Nautical Miles  Reference Business Trajectory  Spatial Data Structure  Single European Sky ATM Research  Single Objective Optimization Constrained Scheduling Problem  Short-Term ATFCM Measures  System Wide Information Management  Trajectory Based Operations  TMA"}  {"#name":"keyword"  "$":{"id":"k0335"}  "$$":[{"#name":"text"  "_":"Terminal Manoeuvring Area  Target Time of Arrival
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